{"id":"https://openalex.org/W2031622373","doi":"https://doi.org/10.1109/is.2012.6335212","title":"Description of simple genetic algorithm modifications using Generalized Nets","display_name":"Description of simple genetic algorithm modifications using Generalized Nets","publication_year":2012,"publication_date":"2012-09-01","ids":{"openalex":"https://openalex.org/W2031622373","doi":"https://doi.org/10.1109/is.2012.6335212","mag":"2031622373"},"language":"en","primary_location":{"id":"doi:10.1109/is.2012.6335212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2012.6335212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 6th IEEE INTERNATIONAL CONFERENCE INTELLIGENT SYSTEMS","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075352517","display_name":"Olympia Roeva","orcid":"https://orcid.org/0000-0003-3848-5181"},"institutions":[{"id":"https://openalex.org/I24768866","display_name":"Bulgarian Academy of Sciences","ror":"https://ror.org/01x8hew03","country_code":"BG","type":"funder","lineage":["https://openalex.org/I24768866"]},{"id":"https://openalex.org/I4210103918","display_name":"Institute of Biophysics and Biomedical Engineering","ror":"https://ror.org/01dxqkr82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210103918"]}],"countries":["BG"],"is_corresponding":true,"raw_author_name":"Olympia Roeva","raw_affiliation_strings":["Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Sofia, Bulgaria","Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, 105 Acad. G. Bonchev Str., 1113 Sofia, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Sofia, Bulgaria","institution_ids":["https://openalex.org/I24768866","https://openalex.org/I4210103918"]},{"raw_affiliation_string":"Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, 105 Acad. G. Bonchev Str., 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I24768866","https://openalex.org/I4210103918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064228962","display_name":"A. G. Shannon","orcid":"https://orcid.org/0000-0003-0116-0666"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Anthony Shannon","raw_affiliation_strings":["Faculty of Engineering & Information Technology, University of Technology, Sydney, Australia","Faculty of Engineering and Information Technology, University of Technology, Sydney 2007, Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering & Information Technology, University of Technology, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Faculty of Engineering and Information Technology, University of Technology, Sydney 2007, Australia#TAB#","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012321715","display_name":"Tania Pencheva","orcid":"https://orcid.org/0000-0002-1439-8895"},"institutions":[{"id":"https://openalex.org/I4210103918","display_name":"Institute of Biophysics and Biomedical Engineering","ror":"https://ror.org/01dxqkr82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210103918"]},{"id":"https://openalex.org/I24768866","display_name":"Bulgarian Academy of Sciences","ror":"https://ror.org/01x8hew03","country_code":"BG","type":"funder","lineage":["https://openalex.org/I24768866"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Tania Pencheva","raw_affiliation_strings":["Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Sofia, Bulgaria","Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, 105 Acad. G. Bonchev Str., 1113 Sofia, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Sofia, Bulgaria","institution_ids":["https://openalex.org/I24768866","https://openalex.org/I4210103918"]},{"raw_affiliation_string":"Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, 105 Acad. G. Bonchev Str., 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I24768866","https://openalex.org/I4210103918"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075352517"],"corresponding_institution_ids":["https://openalex.org/I24768866","https://openalex.org/I4210103918"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.09775072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"178","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14175","display_name":"Intuitionistic Fuzzy Systems Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14175","display_name":"Intuitionistic Fuzzy Systems Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9807999730110168,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9495000243186951,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.7665268182754517},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6441127061843872},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6412394046783447},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6410594582557678},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6155163049697876},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5483206510543823},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5456661581993103},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5422523617744446},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5391372442245483},{"id":"https://openalex.org/keywords/quality-control-and-genetic-algorithms","display_name":"Quality control and genetic algorithms","score":0.4927249252796173},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4869033396244049},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.47858405113220215},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.4774818420410156},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.41744890809059143},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27292197942733765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16000297665596008},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1376151740550995}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.7665268182754517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6441127061843872},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6412394046783447},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6410594582557678},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6155163049697876},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5483206510543823},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5456661581993103},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5422523617744446},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5391372442245483},{"id":"https://openalex.org/C161164918","wikidata":"https://www.wikidata.org/wiki/Q7268775","display_name":"Quality control and genetic algorithms","level":4,"score":0.4927249252796173},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4869033396244049},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47858405113220215},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.4774818420410156},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.41744890809059143},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27292197942733765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16000297665596008},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1376151740550995},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/is.2012.6335212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2012.6335212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 6th IEEE INTERNATIONAL CONFERENCE INTELLIGENT SYSTEMS","raw_type":"proceedings-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/22965","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/22965","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1497040691","https://openalex.org/W2014574528","https://openalex.org/W2020009149","https://openalex.org/W2097571405","https://openalex.org/W2139489418","https://openalex.org/W2146228676","https://openalex.org/W2171742782","https://openalex.org/W2181448129","https://openalex.org/W2186733201","https://openalex.org/W2316607765","https://openalex.org/W2336952225","https://openalex.org/W2736883522","https://openalex.org/W2739018114","https://openalex.org/W4213121121","https://openalex.org/W4246222535","https://openalex.org/W4285719527","https://openalex.org/W4301107724","https://openalex.org/W4312782672","https://openalex.org/W6680682651","https://openalex.org/W6681503020","https://openalex.org/W6685296684","https://openalex.org/W6686776632","https://openalex.org/W6741455209","https://openalex.org/W6741659386","https://openalex.org/W6845031924"],"related_works":["https://openalex.org/W2014162767","https://openalex.org/W2367260997","https://openalex.org/W2809283963","https://openalex.org/W3157555667","https://openalex.org/W2031035514","https://openalex.org/W2778515884","https://openalex.org/W4308415747","https://openalex.org/W2355676621","https://openalex.org/W2393028097","https://openalex.org/W2369480021"],"abstract_inverted_index":{"The":[0],"apparatus":[1],"of":[2,13,18,31,60,74,91,100,102,123,125,133,139],"Generalized":[3],"Nets":[4],"(GN)":[5],"is":[6,117],"applied":[7,70],"here":[8,137],"to":[9,22,24,42,71,78,119],"describe":[10],"different":[11,98],"kinds":[12],"genetic":[14,47,62,104],"algorithms":[15,41,48,63],"(GA).":[16],"Failure":[17],"conventional":[19],"optimization":[20],"methods":[21],"lead":[23],"a":[25,51,97],"satisfied":[26],"solution":[27],"in":[28,131],"parameter":[29,72],"identification":[30,73],"non-linear":[32],"and":[33,68,83,108],"time-dependent":[34],"parameters":[35],"provokes":[36],"an":[37],"idea":[38],"some":[39],"stochastic":[40],"be":[43],"applied.":[44],"As":[45],"such":[46],"(GA),":[49],"as":[50],"promising":[52],"metaheuristic":[53],"technique,":[54],"are":[55],"widely":[56],"used.":[57],"Different":[58],"modifications":[59,90,138],"simple":[61],"(SGA)":[64],"have":[65,93],"been":[66,94],"investigated":[67],"successfully":[69],"fermentation":[75],"processes":[76],"aiming":[77],"improve":[79],"the":[80,84,111,115,121,134],"model":[81,114],"accuracy":[82],"algorithm":[85],"convergence":[86],"time.":[87],"Altogether":[88],"six":[89,135],"SGA":[92],"proposed":[95],"with":[96],"sequence":[99,122],"implementation":[101],"basic":[103],"operators":[105],"selection,":[106],"crossover":[107],"mutation.":[109],"In":[110],"present":[112],"GN":[113],"user":[116],"allowed":[118],"choose":[120],"execution":[124],"main":[126],"GA":[127],"operators,":[128],"thus":[129],"resulting":[130],"one":[132],"considered":[136],"SGA.":[140]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}